Triple
T17587731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James J. Heckman |
E428367
|
entity |
| Predicate | hasDoctoralStudent |
P20123
|
FINISHED |
| Object | Salvador Navarro |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Salvador Navarro | Statement: [James J. Heckman, hasDoctoralStudent, Salvador Navarro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Salvador Navarro Context triple: [James J. Heckman, hasDoctoralStudent, Salvador Navarro]
-
A.
Eduardo Navarro
Eduardo Navarro is a contemporary artist known for his conceptual and often participatory works that explore perception, time, and the relationship between humans and their environment.
-
B.
Jesús Navarro
Jesús Navarro is a Mexican singer best known as the lead vocalist of the pop trio Reik.
-
C.
Ricardo Navarro
Ricardo Navarro is a notable individual whose achievements or public presence have made the surname Navarro particularly recognized.
-
D.
Rafael Navarro
Rafael Navarro is a name shared by several notable individuals, including professionals in fields such as science, sports, and the arts.
-
E.
José Navarro
José Navarro is a personal name shared by multiple notable individuals across fields such as sports, politics, and the arts.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Salvador Navarro Target entity description: Salvador Navarro is an economist known for his work in applied microeconometrics and labor economics, and for being a doctoral student of Nobel laureate James J. Heckman.
-
A.
Eduardo Navarro
Eduardo Navarro is a contemporary artist known for his conceptual and often participatory works that explore perception, time, and the relationship between humans and their environment.
-
B.
Jesús Navarro
Jesús Navarro is a Mexican singer best known as the lead vocalist of the pop trio Reik.
-
C.
Ricardo Navarro
Ricardo Navarro is a notable individual whose achievements or public presence have made the surname Navarro particularly recognized.
-
D.
Rafael Navarro
Rafael Navarro is a name shared by several notable individuals, including professionals in fields such as science, sports, and the arts.
-
E.
José Navarro
José Navarro is a personal name shared by multiple notable individuals across fields such as sports, politics, and the arts.
- F. None of above. chosen
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d889e1030481909950e140c63255b9 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e469e41bf08190963848f1597b6e9f |
completed | April 19, 2026, 5:36 a.m. |
Created at: April 10, 2026, 5:51 a.m.